# thedennisventura (@thedennisventura) on tiktok

- id: koinon:creator:tiktok_thedennisventura
- url: https://koinonlink.com/kol/tiktok/thedennisventura
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: thedennisventura
- platform_url: https://www.tiktok.com/@thedennisventura
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2132
- following: 248
- posts_observed: 1
- verified: false
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: software
- subcategory: martech
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: SEO lead generation and audits, AI tools for marketing and SEO dashboards, Keyword research and content strategy, Small business SEO outsourcing and plans, Comparing AI models like Claude and ChatGPT
- bio: SEO A.i Marketing Specialist
DM for a Strategy Call

## Audience (inferred)
- status: present
- description: Small business owners and SEO practitioners focused on organic lead generation and AI-assisted marketing
- roles: seo_geo
- seniority: practitioner
- pain_points: Struggling to generate consistent online leads without paid ads, Difficulty learning SEO without jargon or expensive courses, Wasting time and money on ineffective content or outsourcing, Keeping up with rapidly changing AI tools for marketing tasks
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.7
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 35
- authenticity_basis: profile_shape_only
- credibility_score: 35
- flagged_for_review: false
- koinon_bd_grade: C — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [tiktok_thedennisventura#87e2bde4] Struggling to get online leads? You're not alone. The game is changing — and I’ve got the map. 🧭 Learn how my Revenue Growth Report can help you get SEEN! 🚀 Schedule your Growth Strategy  Ready to grow? DM “GROWTH” for the link to Schedule Your Growth Call. #fyp #dennisventuras (https://www.tiktok.com/@thedennisventura)
- [tiktok_thedennisventura#3f9de913] original sound - thedennisventura
- [tiktok_thedennisventura#bb7f12b7] It is a becoming a big trend on TikTok now! Click here: fyp
- [tiktok_thedennisventura#9659fc74] Check out thedennisventura’s video! #TikTok >
- [tiktok_thedennisventura#b625c48d] Dennis Ventura Client Review #fyp p #seooptimization  #seomarketing  #seomarketingtips #seotips  #learnseo  #smallbiz  #websiteseo  #thedennisventura
- [tiktok_thedennisventura#575584ea] Building AI? Focus on portable skills, not just one platform. Learn dura

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=66, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=66, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=66, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=66, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=66, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=102, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.25, freshness_days=66, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=102, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=102, method=platform_profile

## Freshness
- profile_checked_days_ago: 102
- content_analysed_days_ago: 66
- audience_updated_days_ago: 66

## AI retrieval
- indexing_requests: 7
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=tiktok_thedennisventura
- Request removal: https://koinonlink.com/claim?k=tiktok_thedennisventura
- Terms: https://koinonlink.com/for-ai